{smcl}
{txt}{sf}{ul off}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/sebastiantonke/Desktop/Replication Package/Replication files experiment/output_logs/table A15.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}12 Jul 2023, 02:57:59
{txt}
{com}. 
. 
. probit paidcount itt2 itt3 itt2asinhdistancedistance itt3asinhdistancedistance asinhdistance premeaninvoicew presumpaymentratiow preage_of_accountw preclosingbalancew prepaidcounttotal interviewerdummy* datedummy* if t==14, vce(cluster customer)

{txt}note: datedummy16 != 0 predicts success perfectly
      datedummy16 dropped and 1 obs not used

note: interviewerdummy16 omitted because of collinearity
note: datedummy14 omitted because of collinearity
note: datedummy18 omitted because of collinearity
{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-3494.8015}  
Iteration 1:{space 3}log pseudolikelihood = {res:-3135.4219}  
Iteration 2:{space 3}log pseudolikelihood = {res:-3134.8619}  
Iteration 3:{space 3}log pseudolikelihood = {res:-3134.8619}  
{res}
{txt}Probit regression{col 49}Number of obs{col 67}= {res}     5,097
{txt}{col 49}Wald chi2({res}40{txt}){col 67}= {res}    630.15
{txt}{col 49}Prob > chi2{col 67}= {res}    0.0000
{txt}Log pseudolikelihood = {res}-3134.8619{txt}{col 49}Pseudo R2{col 67}= {res}    0.1030

{txt}{ralign 91:(Std. Err. adjusted for {res:5,097} clusters in customer)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}                paidcount{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      z{col 59}   P>|z|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 21}itt2 {c |}{col 27}{res}{space 2} .0406365{col 39}{space 2} .0476054{col 50}{space 1}    0.85{col 59}{space 3}0.393{col 67}{space 4}-.0526684{col 80}{space 3} .1339415
{txt}{space 21}itt3 {c |}{col 27}{res}{space 2} .2265974{col 39}{space 2} .0488925{col 50}{space 1}    4.63{col 59}{space 3}0.000{col 67}{space 4} .1307699{col 80}{space 3} .3224249
{txt}itt2asinhdistancedistance {c |}{col 27}{res}{space 2} .0112709{col 39}{space 2} .0133046{col 50}{space 1}    0.85{col 59}{space 3}0.397{col 67}{space 4}-.0148057{col 80}{space 3} .0373475
{txt}itt3asinhdistancedistance {c |}{col 27}{res}{space 2} .0003282{col 39}{space 2} .0136332{col 50}{space 1}    0.02{col 59}{space 3}0.981{col 67}{space 4}-.0263923{col 80}{space 3} .0270487
{txt}{space 12}asinhdistance {c |}{col 27}{res}{space 2} -.004815{col 39}{space 2} .0096415{col 50}{space 1}   -0.50{col 59}{space 3}0.617{col 67}{space 4}-.0237119{col 80}{space 3} .0140819
{txt}{space 10}premeaninvoicew {c |}{col 27}{res}{space 2} .0005071{col 39}{space 2}  .000159{col 50}{space 1}    3.19{col 59}{space 3}0.001{col 67}{space 4} .0001954{col 80}{space 3} .0008188
{txt}{space 6}presumpaymentratiow {c |}{col 27}{res}{space 2}-.1231646{col 39}{space 2} .0364699{col 50}{space 1}   -3.38{col 59}{space 3}0.001{col 67}{space 4}-.1946444{col 80}{space 3}-.0516849
{txt}{space 7}preage_of_accountw {c |}{col 27}{res}{space 2}-.0001142{col 39}{space 2} .0004612{col 50}{space 1}   -0.25{col 59}{space 3}0.805{col 67}{space 4}-.0010181{col 80}{space 3} .0007898
{txt}{space 7}preclosingbalancew {c |}{col 27}{res}{space 2}-.0000454{col 39}{space 2} .0000197{col 50}{space 1}   -2.30{col 59}{space 3}0.022{col 67}{space 4}-.0000841{col 80}{space 3}-6.65e-06
{txt}{space 8}prepaidcounttotal {c |}{col 27}{res}{space 2} .1804605{col 39}{space 2} .0082372{col 50}{space 1}   21.91{col 59}{space 3}0.000{col 67}{space 4}  .164316{col 80}{space 3} .1966051
{txt}{space 8}interviewerdummy1 {c |}{col 27}{res}{space 2}-.1134875{col 39}{space 2} .0924967{col 50}{space 1}   -1.23{col 59}{space 3}0.220{col 67}{space 4}-.2947776{col 80}{space 3} .0678027
{txt}{space 8}interviewerdummy2 {c |}{col 27}{res}{space 2}  .040008{col 39}{space 2} .0952692{col 50}{space 1}    0.42{col 59}{space 3}0.675{col 67}{space 4}-.1467162{col 80}{space 3} .2267322
{txt}{space 8}interviewerdummy3 {c |}{col 27}{res}{space 2}-.1629482{col 39}{space 2} .1034881{col 50}{space 1}   -1.57{col 59}{space 3}0.115{col 67}{space 4}-.3657811{col 80}{space 3} .0398847
{txt}{space 8}interviewerdummy4 {c |}{col 27}{res}{space 2}-.0608906{col 39}{space 2} .0979397{col 50}{space 1}   -0.62{col 59}{space 3}0.534{col 67}{space 4}-.2528489{col 80}{space 3} .1310676
{txt}{space 8}interviewerdummy5 {c |}{col 27}{res}{space 2}-.0807988{col 39}{space 2} .0955171{col 50}{space 1}   -0.85{col 59}{space 3}0.398{col 67}{space 4} -.268009{col 80}{space 3} .1064113
{txt}{space 8}interviewerdummy6 {c |}{col 27}{res}{space 2} .2017364{col 39}{space 2} .1026496{col 50}{space 1}    1.97{col 59}{space 3}0.049{col 67}{space 4}  .000547{col 80}{space 3} .4029259
{txt}{space 8}interviewerdummy7 {c |}{col 27}{res}{space 2}-.0373938{col 39}{space 2} .1090445{col 50}{space 1}   -0.34{col 59}{space 3}0.732{col 67}{space 4}-.2511172{col 80}{space 3} .1763295
{txt}{space 8}interviewerdummy8 {c |}{col 27}{res}{space 2} .1428232{col 39}{space 2} .0998234{col 50}{space 1}    1.43{col 59}{space 3}0.152{col 67}{space 4}-.0528271{col 80}{space 3} .3384735
{txt}{space 8}interviewerdummy9 {c |}{col 27}{res}{space 2} .0169256{col 39}{space 2} .0948882{col 50}{space 1}    0.18{col 59}{space 3}0.858{col 67}{space 4} -.169052{col 80}{space 3} .2029031
{txt}{space 7}interviewerdummy10 {c |}{col 27}{res}{space 2} .0690974{col 39}{space 2} .1002513{col 50}{space 1}    0.69{col 59}{space 3}0.491{col 67}{space 4}-.1273916{col 80}{space 3} .2655864
{txt}{space 7}interviewerdummy11 {c |}{col 27}{res}{space 2} .2070009{col 39}{space 2} .1312018{col 50}{space 1}    1.58{col 59}{space 3}0.115{col 67}{space 4}-.0501499{col 80}{space 3} .4641518
{txt}{space 7}interviewerdummy12 {c |}{col 27}{res}{space 2} .0604205{col 39}{space 2} .0921857{col 50}{space 1}    0.66{col 59}{space 3}0.512{col 67}{space 4}-.1202602{col 80}{space 3} .2411011
{txt}{space 7}interviewerdummy13 {c |}{col 27}{res}{space 2}-.1807014{col 39}{space 2}  .104558{col 50}{space 1}   -1.73{col 59}{space 3}0.084{col 67}{space 4}-.3856312{col 80}{space 3} .0242285
{txt}{space 7}interviewerdummy14 {c |}{col 27}{res}{space 2}  .112636{col 39}{space 2} .0974961{col 50}{space 1}    1.16{col 59}{space 3}0.248{col 67}{space 4}-.0784529{col 80}{space 3} .3037249
{txt}{space 7}interviewerdummy15 {c |}{col 27}{res}{space 2} .0567715{col 39}{space 2} .1162921{col 50}{space 1}    0.49{col 59}{space 3}0.625{col 67}{space 4}-.1711568{col 80}{space 3} .2846998
{txt}{space 7}interviewerdummy16 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 15}datedummy1 {c |}{col 27}{res}{space 2}  .095536{col 39}{space 2} .6137848{col 50}{space 1}    0.16{col 59}{space 3}0.876{col 67}{space 4} -1.10746{col 80}{space 3} 1.298532
{txt}{space 15}datedummy2 {c |}{col 27}{res}{space 2} .2835879{col 39}{space 2} .6140593{col 50}{space 1}    0.46{col 59}{space 3}0.644{col 67}{space 4}-.9199461{col 80}{space 3} 1.487122
{txt}{space 15}datedummy3 {c |}{col 27}{res}{space 2}-.1085125{col 39}{space 2} .0853657{col 50}{space 1}   -1.27{col 59}{space 3}0.204{col 67}{space 4}-.2758263{col 80}{space 3} .0588012
{txt}{space 15}datedummy4 {c |}{col 27}{res}{space 2}-.1641081{col 39}{space 2} .1673489{col 50}{space 1}   -0.98{col 59}{space 3}0.327{col 67}{space 4}-.4921059{col 80}{space 3} .1638897
{txt}{space 15}datedummy5 {c |}{col 27}{res}{space 2} .0855254{col 39}{space 2} .1435491{col 50}{space 1}    0.60{col 59}{space 3}0.551{col 67}{space 4}-.1958257{col 80}{space 3} .3668765
{txt}{space 15}datedummy6 {c |}{col 27}{res}{space 2}-.2783022{col 39}{space 2} .1099482{col 50}{space 1}   -2.53{col 59}{space 3}0.011{col 67}{space 4}-.4937967{col 80}{space 3}-.0628077
{txt}{space 15}datedummy7 {c |}{col 27}{res}{space 2}-.1103217{col 39}{space 2} .1034042{col 50}{space 1}   -1.07{col 59}{space 3}0.286{col 67}{space 4}-.3129901{col 80}{space 3} .0923468
{txt}{space 15}datedummy8 {c |}{col 27}{res}{space 2}-.0193773{col 39}{space 2} .0998404{col 50}{space 1}   -0.19{col 59}{space 3}0.846{col 67}{space 4}-.2150608{col 80}{space 3} .1763063
{txt}{space 15}datedummy9 {c |}{col 27}{res}{space 2}-.0264713{col 39}{space 2} .0907649{col 50}{space 1}   -0.29{col 59}{space 3}0.771{col 67}{space 4}-.2043672{col 80}{space 3} .1514246
{txt}{space 14}datedummy10 {c |}{col 27}{res}{space 2}-.1671552{col 39}{space 2} .0834289{col 50}{space 1}   -2.00{col 59}{space 3}0.045{col 67}{space 4}-.3306728{col 80}{space 3}-.0036376
{txt}{space 14}datedummy11 {c |}{col 27}{res}{space 2}-.1472153{col 39}{space 2}  .086289{col 50}{space 1}   -1.71{col 59}{space 3}0.088{col 67}{space 4}-.3163386{col 80}{space 3}  .021908
{txt}{space 14}datedummy12 {c |}{col 27}{res}{space 2}-.0438365{col 39}{space 2} .0906858{col 50}{space 1}   -0.48{col 59}{space 3}0.629{col 67}{space 4}-.2215774{col 80}{space 3} .1339044
{txt}{space 14}datedummy13 {c |}{col 27}{res}{space 2}-.1368391{col 39}{space 2} .0917369{col 50}{space 1}   -1.49{col 59}{space 3}0.136{col 67}{space 4}-.3166401{col 80}{space 3} .0429618
{txt}{space 14}datedummy14 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 14}datedummy15 {c |}{col 27}{res}{space 2}-.0058835{col 39}{space 2} .0849733{col 50}{space 1}   -0.07{col 59}{space 3}0.945{col 67}{space 4}-.1724281{col 80}{space 3} .1606612
{txt}{space 14}datedummy16 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 14}datedummy17 {c |}{col 27}{res}{space 2} .0774791{col 39}{space 2}  .085079{col 50}{space 1}    0.91{col 59}{space 3}0.362{col 67}{space 4}-.0892727{col 80}{space 3} .2442308
{txt}{space 14}datedummy18 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 20}_cons {c |}{col 27}{res}{space 2}-.5126599{col 39}{space 2} .1026757{col 50}{space 1}   -4.99{col 59}{space 3}0.000{col 67}{space 4}-.7139006{col 80}{space 3}-.3114193
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. probit paidcount itt2 itt3 itt2asinhdistancedistance itt3asinhdistancedistance asinhdistance premeaninvoicew presumpaymentratiow preage_of_accountw preclosingbalancew prepaidcounttotal interviewerdummy* datedummy* if t==14, vce(cluster customer)

{txt}note: datedummy16 != 0 predicts success perfectly
      datedummy16 dropped and 1 obs not used

note: interviewerdummy16 omitted because of collinearity
note: datedummy14 omitted because of collinearity
note: datedummy18 omitted because of collinearity
{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-3494.8015}  
Iteration 1:{space 3}log pseudolikelihood = {res:-3135.4219}  
Iteration 2:{space 3}log pseudolikelihood = {res:-3134.8619}  
Iteration 3:{space 3}log pseudolikelihood = {res:-3134.8619}  
{res}
{txt}Probit regression{col 49}Number of obs{col 67}= {res}     5,097
{txt}{col 49}Wald chi2({res}40{txt}){col 67}= {res}    630.15
{txt}{col 49}Prob > chi2{col 67}= {res}    0.0000
{txt}Log pseudolikelihood = {res}-3134.8619{txt}{col 49}Pseudo R2{col 67}= {res}    0.1030

{txt}{ralign 91:(Std. Err. adjusted for {res:5,097} clusters in customer)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}                paidcount{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      z{col 59}   P>|z|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 21}itt2 {c |}{col 27}{res}{space 2} .0406365{col 39}{space 2} .0476054{col 50}{space 1}    0.85{col 59}{space 3}0.393{col 67}{space 4}-.0526684{col 80}{space 3} .1339415
{txt}{space 21}itt3 {c |}{col 27}{res}{space 2} .2265974{col 39}{space 2} .0488925{col 50}{space 1}    4.63{col 59}{space 3}0.000{col 67}{space 4} .1307699{col 80}{space 3} .3224249
{txt}itt2asinhdistancedistance {c |}{col 27}{res}{space 2} .0112709{col 39}{space 2} .0133046{col 50}{space 1}    0.85{col 59}{space 3}0.397{col 67}{space 4}-.0148057{col 80}{space 3} .0373475
{txt}itt3asinhdistancedistance {c |}{col 27}{res}{space 2} .0003282{col 39}{space 2} .0136332{col 50}{space 1}    0.02{col 59}{space 3}0.981{col 67}{space 4}-.0263923{col 80}{space 3} .0270487
{txt}{space 12}asinhdistance {c |}{col 27}{res}{space 2} -.004815{col 39}{space 2} .0096415{col 50}{space 1}   -0.50{col 59}{space 3}0.617{col 67}{space 4}-.0237119{col 80}{space 3} .0140819
{txt}{space 10}premeaninvoicew {c |}{col 27}{res}{space 2} .0005071{col 39}{space 2}  .000159{col 50}{space 1}    3.19{col 59}{space 3}0.001{col 67}{space 4} .0001954{col 80}{space 3} .0008188
{txt}{space 6}presumpaymentratiow {c |}{col 27}{res}{space 2}-.1231646{col 39}{space 2} .0364699{col 50}{space 1}   -3.38{col 59}{space 3}0.001{col 67}{space 4}-.1946444{col 80}{space 3}-.0516849
{txt}{space 7}preage_of_accountw {c |}{col 27}{res}{space 2}-.0001142{col 39}{space 2} .0004612{col 50}{space 1}   -0.25{col 59}{space 3}0.805{col 67}{space 4}-.0010181{col 80}{space 3} .0007898
{txt}{space 7}preclosingbalancew {c |}{col 27}{res}{space 2}-.0000454{col 39}{space 2} .0000197{col 50}{space 1}   -2.30{col 59}{space 3}0.022{col 67}{space 4}-.0000841{col 80}{space 3}-6.65e-06
{txt}{space 8}prepaidcounttotal {c |}{col 27}{res}{space 2} .1804605{col 39}{space 2} .0082372{col 50}{space 1}   21.91{col 59}{space 3}0.000{col 67}{space 4}  .164316{col 80}{space 3} .1966051
{txt}{space 8}interviewerdummy1 {c |}{col 27}{res}{space 2}-.1134875{col 39}{space 2} .0924967{col 50}{space 1}   -1.23{col 59}{space 3}0.220{col 67}{space 4}-.2947776{col 80}{space 3} .0678027
{txt}{space 8}interviewerdummy2 {c |}{col 27}{res}{space 2}  .040008{col 39}{space 2} .0952692{col 50}{space 1}    0.42{col 59}{space 3}0.675{col 67}{space 4}-.1467162{col 80}{space 3} .2267322
{txt}{space 8}interviewerdummy3 {c |}{col 27}{res}{space 2}-.1629482{col 39}{space 2} .1034881{col 50}{space 1}   -1.57{col 59}{space 3}0.115{col 67}{space 4}-.3657811{col 80}{space 3} .0398847
{txt}{space 8}interviewerdummy4 {c |}{col 27}{res}{space 2}-.0608906{col 39}{space 2} .0979397{col 50}{space 1}   -0.62{col 59}{space 3}0.534{col 67}{space 4}-.2528489{col 80}{space 3} .1310676
{txt}{space 8}interviewerdummy5 {c |}{col 27}{res}{space 2}-.0807988{col 39}{space 2} .0955171{col 50}{space 1}   -0.85{col 59}{space 3}0.398{col 67}{space 4} -.268009{col 80}{space 3} .1064113
{txt}{space 8}interviewerdummy6 {c |}{col 27}{res}{space 2} .2017364{col 39}{space 2} .1026496{col 50}{space 1}    1.97{col 59}{space 3}0.049{col 67}{space 4}  .000547{col 80}{space 3} .4029259
{txt}{space 8}interviewerdummy7 {c |}{col 27}{res}{space 2}-.0373938{col 39}{space 2} .1090445{col 50}{space 1}   -0.34{col 59}{space 3}0.732{col 67}{space 4}-.2511172{col 80}{space 3} .1763295
{txt}{space 8}interviewerdummy8 {c |}{col 27}{res}{space 2} .1428232{col 39}{space 2} .0998234{col 50}{space 1}    1.43{col 59}{space 3}0.152{col 67}{space 4}-.0528271{col 80}{space 3} .3384735
{txt}{space 8}interviewerdummy9 {c |}{col 27}{res}{space 2} .0169256{col 39}{space 2} .0948882{col 50}{space 1}    0.18{col 59}{space 3}0.858{col 67}{space 4} -.169052{col 80}{space 3} .2029031
{txt}{space 7}interviewerdummy10 {c |}{col 27}{res}{space 2} .0690974{col 39}{space 2} .1002513{col 50}{space 1}    0.69{col 59}{space 3}0.491{col 67}{space 4}-.1273916{col 80}{space 3} .2655864
{txt}{space 7}interviewerdummy11 {c |}{col 27}{res}{space 2} .2070009{col 39}{space 2} .1312018{col 50}{space 1}    1.58{col 59}{space 3}0.115{col 67}{space 4}-.0501499{col 80}{space 3} .4641518
{txt}{space 7}interviewerdummy12 {c |}{col 27}{res}{space 2} .0604205{col 39}{space 2} .0921857{col 50}{space 1}    0.66{col 59}{space 3}0.512{col 67}{space 4}-.1202602{col 80}{space 3} .2411011
{txt}{space 7}interviewerdummy13 {c |}{col 27}{res}{space 2}-.1807014{col 39}{space 2}  .104558{col 50}{space 1}   -1.73{col 59}{space 3}0.084{col 67}{space 4}-.3856312{col 80}{space 3} .0242285
{txt}{space 7}interviewerdummy14 {c |}{col 27}{res}{space 2}  .112636{col 39}{space 2} .0974961{col 50}{space 1}    1.16{col 59}{space 3}0.248{col 67}{space 4}-.0784529{col 80}{space 3} .3037249
{txt}{space 7}interviewerdummy15 {c |}{col 27}{res}{space 2} .0567715{col 39}{space 2} .1162921{col 50}{space 1}    0.49{col 59}{space 3}0.625{col 67}{space 4}-.1711568{col 80}{space 3} .2846998
{txt}{space 7}interviewerdummy16 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 15}datedummy1 {c |}{col 27}{res}{space 2}  .095536{col 39}{space 2} .6137848{col 50}{space 1}    0.16{col 59}{space 3}0.876{col 67}{space 4} -1.10746{col 80}{space 3} 1.298532
{txt}{space 15}datedummy2 {c |}{col 27}{res}{space 2} .2835879{col 39}{space 2} .6140593{col 50}{space 1}    0.46{col 59}{space 3}0.644{col 67}{space 4}-.9199461{col 80}{space 3} 1.487122
{txt}{space 15}datedummy3 {c |}{col 27}{res}{space 2}-.1085125{col 39}{space 2} .0853657{col 50}{space 1}   -1.27{col 59}{space 3}0.204{col 67}{space 4}-.2758263{col 80}{space 3} .0588012
{txt}{space 15}datedummy4 {c |}{col 27}{res}{space 2}-.1641081{col 39}{space 2} .1673489{col 50}{space 1}   -0.98{col 59}{space 3}0.327{col 67}{space 4}-.4921059{col 80}{space 3} .1638897
{txt}{space 15}datedummy5 {c |}{col 27}{res}{space 2} .0855254{col 39}{space 2} .1435491{col 50}{space 1}    0.60{col 59}{space 3}0.551{col 67}{space 4}-.1958257{col 80}{space 3} .3668765
{txt}{space 15}datedummy6 {c |}{col 27}{res}{space 2}-.2783022{col 39}{space 2} .1099482{col 50}{space 1}   -2.53{col 59}{space 3}0.011{col 67}{space 4}-.4937967{col 80}{space 3}-.0628077
{txt}{space 15}datedummy7 {c |}{col 27}{res}{space 2}-.1103217{col 39}{space 2} .1034042{col 50}{space 1}   -1.07{col 59}{space 3}0.286{col 67}{space 4}-.3129901{col 80}{space 3} .0923468
{txt}{space 15}datedummy8 {c |}{col 27}{res}{space 2}-.0193773{col 39}{space 2} .0998404{col 50}{space 1}   -0.19{col 59}{space 3}0.846{col 67}{space 4}-.2150608{col 80}{space 3} .1763063
{txt}{space 15}datedummy9 {c |}{col 27}{res}{space 2}-.0264713{col 39}{space 2} .0907649{col 50}{space 1}   -0.29{col 59}{space 3}0.771{col 67}{space 4}-.2043672{col 80}{space 3} .1514246
{txt}{space 14}datedummy10 {c |}{col 27}{res}{space 2}-.1671552{col 39}{space 2} .0834289{col 50}{space 1}   -2.00{col 59}{space 3}0.045{col 67}{space 4}-.3306728{col 80}{space 3}-.0036376
{txt}{space 14}datedummy11 {c |}{col 27}{res}{space 2}-.1472153{col 39}{space 2}  .086289{col 50}{space 1}   -1.71{col 59}{space 3}0.088{col 67}{space 4}-.3163386{col 80}{space 3}  .021908
{txt}{space 14}datedummy12 {c |}{col 27}{res}{space 2}-.0438365{col 39}{space 2} .0906858{col 50}{space 1}   -0.48{col 59}{space 3}0.629{col 67}{space 4}-.2215774{col 80}{space 3} .1339044
{txt}{space 14}datedummy13 {c |}{col 27}{res}{space 2}-.1368391{col 39}{space 2} .0917369{col 50}{space 1}   -1.49{col 59}{space 3}0.136{col 67}{space 4}-.3166401{col 80}{space 3} .0429618
{txt}{space 14}datedummy14 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 14}datedummy15 {c |}{col 27}{res}{space 2}-.0058835{col 39}{space 2} .0849733{col 50}{space 1}   -0.07{col 59}{space 3}0.945{col 67}{space 4}-.1724281{col 80}{space 3} .1606612
{txt}{space 14}datedummy16 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 14}datedummy17 {c |}{col 27}{res}{space 2} .0774791{col 39}{space 2}  .085079{col 50}{space 1}    0.91{col 59}{space 3}0.362{col 67}{space 4}-.0892727{col 80}{space 3} .2442308
{txt}{space 14}datedummy18 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 20}_cons {c |}{col 27}{res}{space 2}-.5126599{col 39}{space 2} .1026757{col 50}{space 1}   -4.99{col 59}{space 3}0.000{col 67}{space 4}-.7139006{col 80}{space 3}-.3114193
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. margins, dydx(itt2 itt3 itt2asinhdistancedistance itt3asinhdistancedistance asinhdistance) post
{res}
{txt}Average marginal effects{col 49}Number of obs{col 67}= {res}     5,097
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(paidcount), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:dy/dx w.r.t.}:{space 1}{res:itt2 itt3 itt2asinhdistancedistance itt3asinhdistancedistance asinhdistance}{p_end}
{p2colreset}{...}

{res}{txt}{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39} Delta-method
{col 27}{c |}      dy/dx{col 39}   Std. Err.{col 51}      z{col 59}   P>|z|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 21}itt2 {c |}{col 27}{res}{space 2} .0142639{col 39}{space 2} .0167063{col 50}{space 1}    0.85{col 59}{space 3}0.393{col 67}{space 4}-.0184799{col 80}{space 3} .0470077
{txt}{space 21}itt3 {c |}{col 27}{res}{space 2} .0795382{col 39}{space 2}  .017057{col 50}{space 1}    4.66{col 59}{space 3}0.000{col 67}{space 4} .0461071{col 80}{space 3} .1129693
{txt}itt2asinhdistancedistance {c |}{col 27}{res}{space 2} .0039562{col 39}{space 2} .0046696{col 50}{space 1}    0.85{col 59}{space 3}0.397{col 67}{space 4} -.005196{col 80}{space 3} .0131084
{txt}itt3asinhdistancedistance {c |}{col 27}{res}{space 2} .0001152{col 39}{space 2} .0047854{col 50}{space 1}    0.02{col 59}{space 3}0.981{col 67}{space 4} -.009264{col 80}{space 3} .0094944
{txt}{space 12}asinhdistance {c |}{col 27}{res}{space 2}-.0016901{col 39}{space 2} .0033842{col 50}{space 1}   -0.50{col 59}{space 3}0.617{col 67}{space 4}-.0083231{col 80}{space 3} .0049429
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. reg lnpayment itt2 itt3 itt2asinhdistancedistance itt3asinhdistancedistance asinhdistance premeaninvoicew presumpaymentratiow preage_of_accountw preclosingbalancew prepaidcounttotal interviewerdummy* datedummy* if t==14, vce(cluster customer)
{txt}note: interviewerdummy11 omitted because of collinearity
note: datedummy14 omitted because of collinearity
note: datedummy16 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,861
                                                {txt}{help j_robustsingular:F(40, 2860) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.3401
                                                {txt}Root MSE          =    {res} .88055

{txt}{ralign 91:(Std. Err. adjusted for {res:2,861} clusters in customer)}
{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}{col 39}    Robust
{col 1}                lnpayment{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      t{col 59}   P>|t|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 21}itt2 {c |}{col 27}{res}{space 2}-.0040675{col 39}{space 2} .0448271{col 50}{space 1}   -0.09{col 59}{space 3}0.928{col 67}{space 4}-.0919641{col 80}{space 3} .0838292
{txt}{space 21}itt3 {c |}{col 27}{res}{space 2}-.0143249{col 39}{space 2} .0450272{col 50}{space 1}   -0.32{col 59}{space 3}0.750{col 67}{space 4} -.102614{col 80}{space 3} .0739643
{txt}itt2asinhdistancedistance {c |}{col 27}{res}{space 2} .0165649{col 39}{space 2} .0125279{col 50}{space 1}    1.32{col 59}{space 3}0.186{col 67}{space 4}-.0079998{col 80}{space 3} .0411295
{txt}itt3asinhdistancedistance {c |}{col 27}{res}{space 2} .0081847{col 39}{space 2} .0125705{col 50}{space 1}    0.65{col 59}{space 3}0.515{col 67}{space 4}-.0164634{col 80}{space 3} .0328328
{txt}{space 12}asinhdistance {c |}{col 27}{res}{space 2} .0002258{col 39}{space 2}  .009377{col 50}{space 1}    0.02{col 59}{space 3}0.981{col 67}{space 4}-.0181606{col 80}{space 3} .0186121
{txt}{space 10}premeaninvoicew {c |}{col 27}{res}{space 2}  .001976{col 39}{space 2} .0001851{col 50}{space 1}   10.68{col 59}{space 3}0.000{col 67}{space 4} .0016132{col 80}{space 3} .0023389
{txt}{space 6}presumpaymentratiow {c |}{col 27}{res}{space 2}-.0680464{col 39}{space 2} .0400859{col 50}{space 1}   -1.70{col 59}{space 3}0.090{col 67}{space 4}-.1466466{col 80}{space 3} .0105538
{txt}{space 7}preage_of_accountw {c |}{col 27}{res}{space 2} .0045611{col 39}{space 2} .0003938{col 50}{space 1}   11.58{col 59}{space 3}0.000{col 67}{space 4} .0037889{col 80}{space 3} .0053333
{txt}{space 7}preclosingbalancew {c |}{col 27}{res}{space 2} .0003038{col 39}{space 2} .0000418{col 50}{space 1}    7.27{col 59}{space 3}0.000{col 67}{space 4} .0002218{col 80}{space 3} .0003858
{txt}{space 8}prepaidcounttotal {c |}{col 27}{res}{space 2}-.0634237{col 39}{space 2} .0070894{col 50}{space 1}   -8.95{col 59}{space 3}0.000{col 67}{space 4}-.0773246{col 80}{space 3}-.0495229
{txt}{space 8}interviewerdummy1 {c |}{col 27}{res}{space 2} .1082936{col 39}{space 2} .1199787{col 50}{space 1}    0.90{col 59}{space 3}0.367{col 67}{space 4}-.1269599{col 80}{space 3} .3435471
{txt}{space 8}interviewerdummy2 {c |}{col 27}{res}{space 2} .1130443{col 39}{space 2} .1206688{col 50}{space 1}    0.94{col 59}{space 3}0.349{col 67}{space 4}-.1235623{col 80}{space 3} .3496509
{txt}{space 8}interviewerdummy3 {c |}{col 27}{res}{space 2} .2193912{col 39}{space 2} .1248213{col 50}{space 1}    1.76{col 59}{space 3}0.079{col 67}{space 4}-.0253575{col 80}{space 3}   .46414
{txt}{space 8}interviewerdummy4 {c |}{col 27}{res}{space 2} .1076532{col 39}{space 2} .1215271{col 50}{space 1}    0.89{col 59}{space 3}0.376{col 67}{space 4}-.1306364{col 80}{space 3} .3459427
{txt}{space 8}interviewerdummy5 {c |}{col 27}{res}{space 2} .1558263{col 39}{space 2}  .117014{col 50}{space 1}    1.33{col 59}{space 3}0.183{col 67}{space 4}-.0736139{col 80}{space 3} .3852666
{txt}{space 8}interviewerdummy6 {c |}{col 27}{res}{space 2}  .090429{col 39}{space 2} .1268836{col 50}{space 1}    0.71{col 59}{space 3}0.476{col 67}{space 4}-.1583637{col 80}{space 3} .3392216
{txt}{space 8}interviewerdummy7 {c |}{col 27}{res}{space 2} .2273903{col 39}{space 2} .1290207{col 50}{space 1}    1.76{col 59}{space 3}0.078{col 67}{space 4}-.0255928{col 80}{space 3} .4803733
{txt}{space 8}interviewerdummy8 {c |}{col 27}{res}{space 2}  .110378{col 39}{space 2} .1192677{col 50}{space 1}    0.93{col 59}{space 3}0.355{col 67}{space 4}-.1234814{col 80}{space 3} .3442374
{txt}{space 8}interviewerdummy9 {c |}{col 27}{res}{space 2} .0249892{col 39}{space 2} .1193725{col 50}{space 1}    0.21{col 59}{space 3}0.834{col 67}{space 4}-.2090758{col 80}{space 3} .2590541
{txt}{space 7}interviewerdummy10 {c |}{col 27}{res}{space 2} .1397089{col 39}{space 2} .1238336{col 50}{space 1}    1.13{col 59}{space 3}0.259{col 67}{space 4}-.1031033{col 80}{space 3} .3825211
{txt}{space 7}interviewerdummy11 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 7}interviewerdummy12 {c |}{col 27}{res}{space 2} .1577578{col 39}{space 2} .1176104{col 50}{space 1}    1.34{col 59}{space 3}0.180{col 67}{space 4}-.0728519{col 80}{space 3} .3883674
{txt}{space 7}interviewerdummy13 {c |}{col 27}{res}{space 2} .1361342{col 39}{space 2} .1239277{col 50}{space 1}    1.10{col 59}{space 3}0.272{col 67}{space 4}-.1068624{col 80}{space 3} .3791307
{txt}{space 7}interviewerdummy14 {c |}{col 27}{res}{space 2} .2211318{col 39}{space 2} .1183618{col 50}{space 1}    1.87{col 59}{space 3}0.062{col 67}{space 4}-.0109513{col 80}{space 3} .4532149
{txt}{space 7}interviewerdummy15 {c |}{col 27}{res}{space 2} .2132948{col 39}{space 2} .1347267{col 50}{space 1}    1.58{col 59}{space 3}0.113{col 67}{space 4}-.0508765{col 80}{space 3} .4774662
{txt}{space 7}interviewerdummy16 {c |}{col 27}{res}{space 2} .1862661{col 39}{space 2} .1157963{col 50}{space 1}    1.61{col 59}{space 3}0.108{col 67}{space 4}-.0407865{col 80}{space 3} .4133188
{txt}{space 15}datedummy1 {c |}{col 27}{res}{space 2} 1.180432{col 39}{space 2} .3841182{col 50}{space 1}    3.07{col 59}{space 3}0.002{col 67}{space 4} .4272557{col 80}{space 3} 1.933609
{txt}{space 15}datedummy2 {c |}{col 27}{res}{space 2}-.3235203{col 39}{space 2} 1.175016{col 50}{space 1}   -0.28{col 59}{space 3}0.783{col 67}{space 4}-2.627485{col 80}{space 3} 1.980444
{txt}{space 15}datedummy3 {c |}{col 27}{res}{space 2} .5687443{col 39}{space 2} .1156324{col 50}{space 1}    4.92{col 59}{space 3}0.000{col 67}{space 4}  .342013{col 80}{space 3} .7954756
{txt}{space 15}datedummy4 {c |}{col 27}{res}{space 2} .4276586{col 39}{space 2} .1740331{col 50}{space 1}    2.46{col 59}{space 3}0.014{col 67}{space 4} .0864157{col 80}{space 3} .7689016
{txt}{space 15}datedummy5 {c |}{col 27}{res}{space 2} .7367703{col 39}{space 2} .1383651{col 50}{space 1}    5.32{col 59}{space 3}0.000{col 67}{space 4} .4654648{col 80}{space 3} 1.008076
{txt}{space 15}datedummy6 {c |}{col 27}{res}{space 2} .5720725{col 39}{space 2} .1264788{col 50}{space 1}    4.52{col 59}{space 3}0.000{col 67}{space 4} .3240736{col 80}{space 3} .8200714
{txt}{space 15}datedummy7 {c |}{col 27}{res}{space 2} .6065924{col 39}{space 2} .1222718{col 50}{space 1}    4.96{col 59}{space 3}0.000{col 67}{space 4} .3668426{col 80}{space 3} .8463422
{txt}{space 15}datedummy8 {c |}{col 27}{res}{space 2} .4948503{col 39}{space 2} .1196566{col 50}{space 1}    4.14{col 59}{space 3}0.000{col 67}{space 4} .2602283{col 80}{space 3} .7294723
{txt}{space 15}datedummy9 {c |}{col 27}{res}{space 2}   .56049{col 39}{space 2} .1166402{col 50}{space 1}    4.81{col 59}{space 3}0.000{col 67}{space 4} .3317827{col 80}{space 3} .7891974
{txt}{space 14}datedummy10 {c |}{col 27}{res}{space 2} .5230466{col 39}{space 2} .1095202{col 50}{space 1}    4.78{col 59}{space 3}0.000{col 67}{space 4}    .3083{col 80}{space 3} .7377931
{txt}{space 14}datedummy11 {c |}{col 27}{res}{space 2} .6154815{col 39}{space 2} .1110112{col 50}{space 1}    5.54{col 59}{space 3}0.000{col 67}{space 4} .3978114{col 80}{space 3} .8331516
{txt}{space 14}datedummy12 {c |}{col 27}{res}{space 2} .5603829{col 39}{space 2} .1110387{col 50}{space 1}    5.05{col 59}{space 3}0.000{col 67}{space 4} .3426588{col 80}{space 3} .7781069
{txt}{space 14}datedummy13 {c |}{col 27}{res}{space 2} .6527414{col 39}{space 2}  .112875{col 50}{space 1}    5.78{col 59}{space 3}0.000{col 67}{space 4} .4314169{col 80}{space 3} .8740659
{txt}{space 14}datedummy14 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 14}datedummy15 {c |}{col 27}{res}{space 2}  .557025{col 39}{space 2} .1085153{col 50}{space 1}    5.13{col 59}{space 3}0.000{col 67}{space 4} .3442488{col 80}{space 3} .7698012
{txt}{space 14}datedummy16 {c |}{col 27}{res}{space 2}        0{col 39}{txt}  (omitted)
{space 14}datedummy17 {c |}{col 27}{res}{space 2}  .563033{col 39}{space 2} .1074705{col 50}{space 1}    5.24{col 59}{space 3}0.000{col 67}{space 4} .3523056{col 80}{space 3} .7737604
{txt}{space 14}datedummy18 {c |}{col 27}{res}{space 2} .5300955{col 39}{space 2}  .111294{col 50}{space 1}    4.76{col 59}{space 3}0.000{col 67}{space 4}  .311871{col 80}{space 3}   .74832
{txt}{space 20}_cons {c |}{col 27}{res}{space 2} 4.222721{col 39}{space 2}  .152692{col 50}{space 1}   27.66{col 59}{space 3}0.000{col 67}{space 4} 3.923323{col 80}{space 3} 4.522118
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}.  
. preserve
{txt}
{com}. keep if t==14
{txt}(384,211 observations deleted)

{com}. capture program drop Ey_boot
{txt}
{com}. program define Ey_boot, eclass
{txt}  1{com}. twopm payment itt2 itt3 itt2asinhdistancedistance itt3asinhdistancedistance asinhdistance premeaninvoicew presumpaymentratiow preage_of_accountw preclosingbalancew prepaidcounttotal interviewerdummy* datedummy*, firstpart(probit) secondpart(regress, log) vce(cluster customer)
{txt}  2{com}. margins, dydx(itt2 itt3 itt2asinhdistancedistance itt3asinhdistancedistance asinhdistance) predict(duan) nose post
{txt}  3{com}. end
{txt}
{com}. bootstrap _b, seed(3125) reps(1000): Ey_boot
{txt}(running Ey_boot on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
..................................................    50
..................................................   100
..................................................   150
..................................................   200
..................................................   250
..................................................   300
..................................................   350
..................................................   400
..................................................   450
..................................................   500
..................................................   550
..................................................   600
..................................................   650
..................................................   700
..................................................   750
..................................................   800
..................................................   850
..................................................   900
..................................................   950
..................................................  1000
{res}
{txt}Average marginal effects{col 49}Number of obs{col 67}= {res}     5,097
{txt}{col 49}Replications{col 67}= {res}     1,000

{txt}{hline 26}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 27}{c |}   Observed{col 39}   Bootstrap{col 67}         Norm{col 80}al-based
{col 27}{c |}      Coef.{col 39}   Std. Err.{col 51}      z{col 59}   P>|z|{col 67}     [95% Con{col 80}f. Interval]
{hline 26}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 21}itt2 {c |}{col 27}{res}{space 2} 6.188003{col 39}{space 2}  14.3905{col 50}{space 1}    0.43{col 59}{space 3}0.667{col 67}{space 4}-22.01685{col 80}{space 3} 34.39286
{txt}{space 21}itt3 {c |}{col 27}{res}{space 2} 36.66478{col 39}{space 2} 16.72832{col 50}{space 1}    2.19{col 59}{space 3}0.028{col 67}{space 4} 3.877876{col 80}{space 3} 69.45168
{txt}itt2asinhdistancedistance {c |}{col 27}{res}{space 2} 6.288267{col 39}{space 2} 4.155041{col 50}{space 1}    1.51{col 59}{space 3}0.130{col 67}{space 4}-1.855464{col 80}{space 3}   14.432
{txt}itt3asinhdistancedistance {c |}{col 27}{res}{space 2} 2.173429{col 39}{space 2} 4.082225{col 50}{space 1}    0.53{col 59}{space 3}0.594{col 67}{space 4}-5.827586{col 80}{space 3} 10.17444
{txt}{space 12}asinhdistance {c |}{col 27}{res}{space 2}-.7994136{col 39}{space 2} 2.982746{col 50}{space 1}   -0.27{col 59}{space 3}0.789{col 67}{space 4}-6.645488{col 80}{space 3}  5.04666
{txt}{hline 26}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estimates store highlow
{txt}
{com}. restore
{txt}
{com}. 
. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/sebastiantonke/Desktop/Replication Package/Replication files experiment/output_logs/table A15.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}12 Jul 2023, 03:12:17
{txt}{.-}
{smcl}
{txt}{sf}{ul off}